opencv/modules/imgproc/src/opencl/gaussianBlur3x3.cl
Li Peng 8f63f51e81 gaussian blur ocl kernel optimization
This ocl kernel is for 3x3 kernel size and CV_8UC1 format
It is 115% ~ 300% faster than current ocl path in perf test

python ./modules/ts/misc/run.py -t imgproc --gtest_filter=OCL_GaussianBlurFixture*

Signed-off-by: Li Peng <peng.li@intel.com>
2016-11-08 11:22:26 +08:00

134 lines
5.4 KiB
Common Lisp

// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
#define DIG(a) a,
__constant float kx[] = { KERNEL_MATRIX_X };
__constant float ky[] = { KERNEL_MATRIX_Y };
#define OP(delta, y, x) (convert_float16(arr[(y + delta) * 3 + x]) * ky[y] * kx[x])
__kernel void gaussianBlur3x3_8UC1_cols16_rows2(__global const uint* src, int src_step,
__global uint* dst, int dst_step, int rows, int cols)
{
int block_x = get_global_id(0);
int y = get_global_id(1) * 2;
int ssx, dsx;
if ((block_x * 16) >= cols || y >= rows) return;
uint4 line[4];
uint4 line_out[2];
uchar a; uchar16 b; uchar c;
uchar d; uchar16 e; uchar f;
uchar g; uchar16 h; uchar i;
uchar j; uchar16 k; uchar l;
ssx = dsx = 1;
int src_index = block_x * 4 * ssx + (y - 1) * (src_step / 4);
line[1] = vload4(0, src + src_index + (src_step / 4));
line[2] = vload4(0, src + src_index + 2 * (src_step / 4));
#ifdef BORDER_CONSTANT
line[0] = (y == 0) ? (uint4)0 : vload4(0, src + src_index);
line[3] = (y == (rows - 2)) ? (uint4)0 : vload4(0, src + src_index + 3 * (src_step / 4));
#elif defined BORDER_REFLECT_101
line[0] = (y == 0) ? line[2] : vload4(0, src + src_index);
line[3] = (y == (rows - 2)) ? line[1] : vload4(0, src + src_index + 3 * (src_step / 4));
#elif defined (BORDER_REPLICATE) || defined(BORDER_REFLECT)
line[0] = (y == 0) ? line[1] : vload4(0, src + src_index);
line[3] = (y == (rows - 2)) ? line[2] : vload4(0, src + src_index + 3 * (src_step / 4));
#endif
__global uchar *src_p = (__global uchar *)src;
src_index = block_x * 16 * ssx + (y - 1) * src_step;
bool line_end = ((block_x + 1) * 16 == cols);
b = as_uchar16(line[0]);
e = as_uchar16(line[1]);
h = as_uchar16(line[2]);
k = as_uchar16(line[3]);
#ifdef BORDER_CONSTANT
a = (block_x == 0 || y == 0) ? 0 : src_p[src_index - 1];
c = (line_end || y == 0) ? 0 : src_p[src_index + 16];
d = (block_x == 0) ? 0 : src_p[src_index + src_step - 1];
f = line_end ? 0 : src_p[src_index + src_step + 16];
g = (block_x == 0) ? 0 : src_p[src_index + 2 * src_step - 1];
i = line_end ? 0 : src_p[src_index + 2 * src_step + 16];
j = (block_x == 0 || y == (rows - 2)) ? 0 : src_p[src_index + 3 * src_step - 1];
l = (line_end || y == (rows - 2))? 0 : src_p[src_index + 3 * src_step + 16];
#elif defined BORDER_REFLECT_101
int offset;
offset = (y == 0) ? (2 * src_step) : 0;
a = (block_x == 0) ? src_p[src_index + offset + 1] : src_p[src_index + offset - 1];
c = line_end ? src_p[src_index + offset + 14] : src_p[src_index + offset + 16];
d = (block_x == 0) ? src_p[src_index + src_step + 1] : src_p[src_index + src_step - 1];
f = line_end ? src_p[src_index + src_step + 14] : src_p[src_index + src_step + 16];
g = (block_x == 0) ? src_p[src_index + 2 * src_step + 1] : src_p[src_index + 2 * src_step - 1];
i = line_end ? src_p[src_index + 2 * src_step + 14] : src_p[src_index + 2 * src_step + 16];
offset = (y == (rows - 2)) ? (1 * src_step) : (3 * src_step);
j = (block_x == 0) ? src_p[src_index + offset + 1] : src_p[src_index + offset - 1];
l = line_end ? src_p[src_index + offset + 14] : src_p[src_index + offset + 16];
#elif defined (BORDER_REPLICATE) || defined(BORDER_REFLECT)
int offset;
offset = (y == 0) ? (1 * src_step) : 0;
a = (block_x == 0) ? src_p[src_index + offset] : src_p[src_index + offset - 1];
c = line_end ? src_p[src_index + offset + 15] : src_p[src_index + offset + 16];
d = (block_x == 0) ? src_p[src_index + src_step] : src_p[src_index + src_step - 1];
f = line_end ? src_p[src_index + src_step + 15] : src_p[src_index + src_step + 16];
g = (block_x == 0) ? src_p[src_index + 2 * src_step] : src_p[src_index + 2 * src_step - 1];
i = line_end ? src_p[src_index + 2 * src_step + 15] : src_p[src_index + 2 * src_step + 16];
offset = (y == (rows - 2)) ? (2 * src_step) : (3 * src_step);
j = (block_x == 0) ? src_p[src_index + offset] : src_p[src_index + offset - 1];
l = line_end ? src_p[src_index + offset + 15] : src_p[src_index + offset + 16];
#endif
uchar16 arr[12];
float16 sum[2];
arr[0] = (uchar16)(a, b.s0123, b.s456789ab, b.scde);
arr[1] = b;
arr[2] = (uchar16)(b.s123, b.s4567, b.s89abcdef, c);
arr[3] = (uchar16)(d, e.s0123, e.s456789ab, e.scde);
arr[4] = e;
arr[5] = (uchar16)(e.s123, e.s4567, e.s89abcdef, f);
arr[6] = (uchar16)(g, h.s0123, h.s456789ab, h.scde);
arr[7] = h;
arr[8] = (uchar16)(h.s123, h.s4567, h.s89abcdef, i);
arr[9] = (uchar16)(j, k.s0123, k.s456789ab, k.scde);
arr[10] = k;
arr[11] = (uchar16)(k.s123, k.s4567, k.s89abcdef, l);
sum[0] = OP(0, 0, 0) + OP(0, 0, 1) + OP(0, 0, 2) +
OP(0, 1, 0) + OP(0, 1, 1) + OP(0, 1, 2) +
OP(0, 2, 0) + OP(0, 2, 1) + OP(0, 2, 2);
sum[1] = OP(1, 0, 0) + OP(1, 0, 1) + OP(1, 0, 2) +
OP(1, 1, 0) + OP(1, 1, 1) + OP(1, 1, 2) +
OP(1, 2, 0) + OP(1, 2, 1) + OP(1, 2, 2);
line_out[0] = as_uint4(convert_uchar16_sat_rte(sum[0]));
line_out[1] = as_uint4(convert_uchar16_sat_rte(sum[1]));
int dst_index = block_x * 4 * dsx + y * (dst_step / 4);
vstore4(line_out[0], 0, dst + dst_index);
vstore4(line_out[1], 0, dst + dst_index + (dst_step / 4));
}